Practice interviews

Would you send this AI meeting note?

Naomi said, “A $30,000 fall made me lose sleep.” The draft says she accepts a 30% loss and instructs the adviser to invest all $120,000 cash.

“Human review of AI-generated materials remains essential before sharing with clients.” (opens the source)

Warwick Bloore, Senior Specialist, Advisory Research Centre, Europe · Vanguard UK professional insights, Apr 1, 2026

The question

Naomi Ruiz is a fictional 47-year-old resident of New Jersey, United States. Her spouse may receive a UK job offer in 18 months; no move is decided. This is an interview practice packet, not a plan for a real person.

AI-generated Draft for review

Naomi accepts a 30% loss. Invest the full $120,000 cash balance. Retirement in five years is feasible.

Known financial assets
USD
Cash120000
Diversified investment accounts600000
Listed employer shares300000

Account types, holdings, ownership, tax basis, restrictions and liabilities are not yet supplied.

“Give your next question or action, and explain why.”

A strong answer, step by step

Open each step in turn. This is one strong answer, not the only one.

Step 1: Find the unit error

What would you do here? Open the move you’d make.

  • Check the amount against the quote

    The strong move. The error changes the meaning by an order of magnitude. Neither figure completes a risk assessment.

  • Treat 30% as confirmed tolerance

    Tempting, but it misses something. The draft substitutes a percentage for a dollar amount and changes the client’s meaning.

See how a strong candidate says it

“The client named $30,000, not 30%. On known assets that is about 2.94%; 30% would be $306,000.”

What a strong candidate could say

Why it works: The error changes the meaning by an order of magnitude. Neither figure completes a risk assessment.

Step 2: Restore the constraint

What would you do here? Open the move you’d make.

  • Restore dated needs

    The strong move. A fluent summary can omit the condition that controls the decision.

  • Polish the grammar only

    Tempting, but it misses something. Grammar edits leave the omitted tuition and reserve unresolved.

See how a strong candidate says it

“The note omits tuition and the reserve. I would restore those facts and remove the unsupported instruction to invest all cash.”

What a strong candidate could say

Why it works: A fluent summary can omit the condition that controls the decision.

Step 3: Confirm with the client

What would you do here? Open the move you’d make.

  • Confirm the client’s meaning

    The strong move. Human review includes checking meaning, not just arithmetic.

  • Infer a risk category from one answer

    Tempting, but it misses something. A single description of discomfort does not establish a complete risk assessment.

See how a strong candidate says it

“I would ask Naomi to confirm what she meant by the loss and what it would affect before recording a conclusion.”

What a strong candidate could say

Why it works: Human review includes checking meaning, not just arithmetic.

Step 4: Send through the approved process

What would you do here? Open the move you’d make.

  • Review and confirm before sending

    The strong move. A draft is not authorization to act.

  • Send because the tool is approved

    Tempting, but it misses something. An approved tool can still produce an incorrect note. Its output needs review.

See how a strong candidate says it

“Remove the retirement promise, separate facts from open questions, and review the corrected summary before sharing it through the firm’s approved process.”

What a strong candidate could say

Why it works: A draft is not authorization to act.

The answer, in short

Decision
Do not send this draft.
Because
It changes a dollar amount into a percentage and omits cash needs.
What would change it
A corrected record and client confirmation would support the next assessment, not an automatic trade.

Common traps

  • The draft substitutes a percentage for a dollar amount and changes the client’s meaning.

Check your answer

  • I caught the dollar/percent error.
  • I restored tuition and reserve.
  • I removed unsupported conclusions.
  • I kept review separate from permission to act.

Last reviewed Nov 10, 2026